Upload Date | November 27 2024 02:55 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.8.3 |
Model | iPhone 7 |
Model ID | iPhone9,1 |
Motherboard | D10AP |
CPU Information | |
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Name | Apple A10 Fusion |
Topology | 1 Processor, 2 Cores |
Identifier | ARM |
Base Frequency | 2.34 GHz |
L1 Instruction Cache | 64.0 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 3.00 MB x 1 |
Memory Information | |
---|---|
Size | 1.95 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
210
22.5 IPS |
|
Image Classification (F16)
|
100% |
261
28.0 IPS |
|
Image Classification (I8)
|
81% |
320
34.3 IPS |
|
Image Segmentation (F32)
|
100% |
646
3.99 IPS |
|
Image Segmentation (F16)
|
100% |
635
3.92 IPS |
|
Image Segmentation (I8)
|
89% |
590
3.64 IPS |
|
Pose Estimation (F32)
|
100% |
437
1.77 IPS |
|
Pose Estimation (F16)
|
100% |
438
1.77 IPS |
|
Pose Estimation (I8)
|
80% |
115
0.46 IPS |
|
Object Detection (F32)
|
100% |
395
13.9 IPS |
|
Object Detection (F16)
|
100% |
483
17.0 IPS |
|
Object Detection (I8)
|
52% |
417
14.6 IPS |
|
Face Detection (F32)
|
100% |
664
7.63 IPS |
|
Face Detection (F16)
|
100% |
805
9.25 IPS |
|
Face Detection (I8)
|
75% |
370
4.25 IPS |
|
Text Classification (F32)
|
98% |
140
55.4 IPS |
|
Text Classification (F16)
|
98% |
143
56.7 IPS |
|
Machine Translation (F32)
|
100% |
613
94.5 IPS |
|
Machine Translation (F16)
|
100% |
619
95.4 IPS |